Code Insights — metrics, warnings & hover cards
chains.py — Python Package Visualizer demo
1
2
3
4
5
6
7
8
9
10
11
12
13
from langchain_groq import ChatGroq
📊 18 lines · 🔗 2 refs · ⚡ Low
def load_resume_text(pdf_path: str) -> str:
  """Extract text from a PDF resume."""
  # parsing logic…
  return text
📊 25 lines · 🔗 0 refs · ⚡ Moderate ⚠️ Missing type hints (3/3 untyped, no return type) — Click to fix ⚠️ Missing docstring — Click to add
def create_qa_chain(resume_text):
  llm = ChatGroq(model="llama-3.3-70b")
  return llm
🤖 ChatGroq
Provider: Groq
💰 Pricing: Free tier · ~$0.05–0.10/1M tokens
⚡ Speed: Very fast (~300 tok/s)
🟢 Up to date
↑ Update🔍 InspectPyPI ↗